The D-lab:
- Introduction to MR imaging (11 min): https://www.youtube.com/watch?v=vz8SJsLyq_k
- 10-week transformative educational programme for students about AI in Healthcare. https://helloaionline.com
- Introduction lecture in grant-writing skills : https://vimeo.com/555717376
High quality free courses: Youtube is the largest academy in the world but sometimes the information overload can make it difficult to find the best materials from the noisy/ lower quality ones. Save this post for later.
- Introduction to Machine Learning https://lnkd.in/ecqatZBA
- Stanford: Machine Learning https://lnkd.in/exNpHVgK
- Making Friends with Machine Learning https://lnkd.in/ejM83n2B
- Applied Machine Learning https://lnkd.in/eBPxJriR
- Statistical Machine Learning https://lnkd.in/eszaHhnn
- Neural Networks: Zero to Hero https://lnkd.in/eHyXfdMY
- Introduction to Deep Learning (MIT) https://lnkd.in/eh7wTzbq
- CMU Introduction to Deep Learning https://lnkd.in/eCF92CDW
- MIT: Deep Learning for Art, Aesthetics, and Creativity https://lnkd.in/eURJKHUS
- Stanford Deep Learning https://lnkd.in/e6fWv3R8
- Introduction to Deep Learning (MIT) https://lnkd.in/eh7wTzbq
- CMU Introduction to Deep Learning https://lnkd.in/eCF92CDW
- Deep Unsupervised Learning https://lnkd.in/eB2sacxY
- NYU Deep Learning SP21 https://lnkd.in/eMNsFmBe
- Foundation Models https://lnkd.in/emPfE-MS
- Full Stack Deep Learning https://lnkd.in/edbFQZBX
- Practical Deep Learning for Coders https://lnkd.in/eMjrFESY
- Machine Learning Engineering for Production (MLOps) https://lnkd.in/enmaT8Yy
- Stanford – Transformers https://lnkd.in/eMHXPehx
- NLP Course (Hugging Face) https://lnkd.in/ehhG4S_2
- Natural Language Understanding https://lnkd.in/emVV8CfA
- CMU Advanced NLP 2022 https://lnkd.in/eXenh9pm
- Multilingual NLP https://lnkd.in/eu46qy8V
- Advanced NLP https://lnkd.in/ggpQAD6
- Deep Learning for Computer Vision https://lnkd.in/eMk3kWSz
- Foundations of Deep RL https://lnkd.in/eAhySKAS
- Deep Reinforcement Learning https://lnkd.in/e6gyvp4s
- Stanford: Reinforcement Learning https://lnkd.in/eGR-5THW
- https://www.udemy.com/course/100-days-of-code
The M-Lab:
- Tumour hypoxia: https://youtu.be/BXPK-olXGLY
- Immune checkpoint inhibitors (1,5 min): https://youtu.be/GIUu239FWMg
- Immunocytokines (3 min): https://youtu.be/F446elTFvl0
The Virtual Trial Unit:
- Introduction to clinical trials (4,5 min): https://youtu.be/-d5cZv47fXU
- In Silico clinical trials (18 min): https://youtu.be/-b1eWNEtZ8A
- Boron Neutron Capture Therapy Animation Short version https://www.youtube.com/watch?v=lWD3ld8L_Dc
Deep Learning:
Supervised Learning:
Unsupervised Learning:
Tips and tricks:
Apps: